Domain Adaptation with Cauchy-Schwarz Divergence

Domain Adaptation with Cauchy-Schwarz Divergence

30 May 2024

Jan-Jakob Sonke

Papers citing "Domain Adaptation with Cauchy-Schwarz Divergence"

15 / 15 papers shown

Title
Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence Wenzhe Yin Zehao Xiao Pan Zhou Shujian Yu Jiayi Shen Jan-Jakob Sonke E. Gavves 105 0 0 24 Feb 2025
Multi-source domain adaptation for regression Yujie Wu Giovanni Parmigiani Boyu Ren 71 1 0 09 Dec 2023
The Conditional Cauchy-Schwarz Divergence with Applications to Time-Series Data and Sequential Decision Making Shujian Yu Hongming Li Sigurd Løkse Robert Jenssen José C. Príncipe BDL 48 6 0 21 Jan 2023
Prior Knowledge Guided Unsupervised Domain Adaptation Tao Sun Cheng Lu Haibin Ling 47 31 0 18 Jul 2022
f-Domain-Adversarial Learning: Theory and Algorithms David Acuna Guojun Zhang M. Law Sanja Fidler FedML AI4CE 45 60 0 21 Jun 2021
KL Guided Domain Adaptation A. Nguyen Toan M. Tran Y. Gal Philip Torr A. G. Baydin OOD 54 41 0 14 Jun 2021
Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation Zhekai Du Jingjing Li Hongzu Su Lei Zhu Ke Lu 29 157 0 08 Jun 2021
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation Kilian Fatras Thibault Séjourné Nicolas Courty Rémi Flamary OT 66 149 0 05 Mar 2021
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 265 42,038 0 03 Dec 2019
The total variation distance between high-dimensional Gaussians with the same mean Luc Devroye Abbas Mehrabian Tommy Reddad 45 225 0 19 Oct 2018
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Baochen Sun Kate Saenko OOD 79 3,123 0 06 Jul 2016
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 197 5,177 0 10 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 200 18,534 0 06 Feb 2015
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 148 8,309 0 06 Nov 2014
Equivalence of distance-based and RKHS-based statistics in hypothesis testing Dino Sejdinovic Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu 148 681 0 25 Jul 2012